kai-decision / K-IM-Deiction
kai-decision is published as K-IM-Deiction with merged Qwen3.5-0.8B weights. Read its seven chat heads, optional adapter and reported evaluation.
By Songkai · Hugging Face package release: 5 Nov 2026
A Qwen3.5-0.8B model with seven fixed heads for Chinese enterprise group chats. One pass labels category, sentiment, importance, urgency, intensity, attention and to-dos. Songkai publishes kai-decision v1.3 as K-IM-Deiction, with merged backbone weights and an optional adapter. The private chat data is not released.
Quick answers
What is kai-decision / K-IM-Deiction by Songkai?
kai-decision / K-IM-Deiction: A Qwen3.5-0.8B model with seven fixed heads for Chinese enterprise group chats.
kai-decision / K-IM-Deiction facts · Source: huggingface.co ↗
Who makes kai-decision / K-IM-Deiction?
Facts
- Package
- Merged Qwen3.5-0.8B backbone and seven heads; optional 102.4 MB adapter
- Inputs
- Text windows, left-truncated to 512 tokens
- Licence
- Apache-2.0
Claims and sources
- On 258 windows held out by time within each group, the maker reports category macro-F1 0.637 and attention AUC 0.801 against GLM-5.3 labels. Release gates were revised after measuring label quality; the attention result is borderline, with only 35 positive examples. The reported 40.3 ms median covers all seven heads on an RTX 4090 D at batch one. vendor reportedsource
Links
Source: K-IM-Deiction card and merged weights → Source: Package history →
Related projects
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